Linear Transformation from R3 to R3

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Homework Help Overview

The discussion revolves around a linear transformation from R3 to R3, specifically examining the transformation's behavior on the standard basis vectors and its implications for the range of the transformation.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the properties of linear transformations and their representation through matrices. Questions arise regarding the specific mappings of basis vectors and whether different matrix configurations can yield the same transformation.

Discussion Status

Participants are actively discussing the implications of the linear transformation's definition and its representation in matrix form. Some guidance is offered regarding the nature of linear transformations and their dependence on basis vectors, but no consensus has been reached on the specific configurations of the matrices.

Contextual Notes

There is an emphasis on understanding the range of the transformation and the conditions under which different matrix representations may be valid. The discussion includes considerations of switching basis vectors and the implications for the transformation's output.

jolly_math
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Homework Statement
Describe explicitly a linear transformation from R3 into R3 which has as its
range the subspace spanned by (1, 0, -1) and (1, 2, 2).
Relevant Equations
linear transformation
"There is a linear transformation T from R3 to R3 such that T (1, 0, 0) = (1,0,−1), T(0,1,0) = (1,0,−1) and T(0,0,1) = (1,2,2)" - why is this the case?

Thank you.
 
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Does it help to glance at the following matrices:
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 0 & 2 \\
-1 & -1 & 2\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$
?
 
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jolly_math said:
Homework Statement:: Describe explicitly a linear transformation from R3 into R3 which has as its
range the subspace spanned by (1, 0, -1) and (1, 2, 2).
Relevant Equations:: linear transformation

"There is a linear transformation T from R3 to R3 such that T (1, 0, 0) = (1,0,−1), T(0,1,0) = (1,0,−1) and T(0,0,1) = (1,2,2)" - why is this the case?

Thank you.
A linear transformation can be fully described by its action on any basis. Can you see why?
 
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Hall said:
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 0 & 2 \\
-1 & -1 & 2\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$

For R3, would
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 2 & 0 \\
-1 & 2 & -1\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$
also work (switching which vector corresponds to each basis)? Thanks.
 
jolly_math said:
For R3, would
$$
\begin{bmatrix}
1 & 1 & 1 \\
0 & 2 & 0 \\
-1 & 2 & -1\\
\end{bmatrix}
\times
\begin{bmatrix}
x \\
y \\
z\\
\end{bmatrix}
$$
also work (switching which vector corresponds to each basis)? Thanks.
Yes, I think. I think even double columns of ##(1,2,2)## will also satisfy the given things.
 
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